FAIRshake: Toolkit to Evaluate the FAIRness of Research Digital Resources

Daniel J.B. Clarke; Lily Wang; Alex Jones; Megan L. Wojciechowicz; Denis Torre; Kathleen M. Jagodnik; Sherry L. Jenkins; Peter McQuilton; Zachary Flamholz; Moshe C. Silverstein; Brian M. Schilder; Kimberly Robasky; Claris Castillo; Ray Idaszak; Stanley C. Ahalt; Jason Williams; Stephan Schurer; Daniel J. Cooper; Ricardo de Miranda Azevedo; Juergen A. Klenk; Melissa A. Haendel; Jared Nedzel; Paul Avillach; Mary E. Shimoyama; Rayna M. Harris; Meredith Gamble; Rudy Poten; Amanda L. Charbonneau; Jennie Larkin; C. Titus Brown; Vivien R. Bonazzi; Michel J. Dumontier; Susanna Assunta Sansone; Avi Ma'ayan

doi:10.1016/j.cels.2019.09.011

FAIRshake: Toolkit to Evaluate the FAIRness of Research Digital Resources

Daniel J.B. Clarke, Lily Wang, Alex Jones, Megan L. Wojciechowicz, Denis Torre, Kathleen M. Jagodnik, Sherry L. Jenkins, Peter McQuilton, Zachary Flamholz, Moshe C. Silverstein, Brian M. Schilder, Kimberly Robasky, Claris Castillo, Ray Idaszak, Stanley C. Ahalt, Jason Williams, Stephan Schurer, Daniel J. Cooper, Ricardo de Miranda Azevedo, Juergen A. KlenkMelissa A. Haendel, Jared Nedzel, Paul Avillach, Mary E. Shimoyama, Rayna M. Harris, Meredith Gamble, Rudy Poten, Amanda L. Charbonneau, Jennie Larkin, C. Titus Brown, Vivien R. Bonazzi, Michel J. Dumontier, Susanna Assunta Sansone, Avi Ma'ayan

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Research output: Contribution to journal › Comment/debate › peer-review

33 Scopus citations

Abstract

As more digital resources are produced by the research community, it is becoming increasingly important to harmonize and organize them for synergistic utilization. The findable, accessible, interoperable, and reusable (FAIR) guiding principles have prompted many stakeholders to consider strategies for tackling this challenge. The FAIRshake toolkit was developed to enable the establishment of community-driven FAIR metrics and rubrics paired with manual and automated FAIR assessments. FAIR assessments are visualized as an insignia that can be embedded within digital-resources-hosting websites. Using FAIRshake, a variety of biomedical digital resources were manually and automatically evaluated for their level of FAIRness.

Original language	English (US)
Pages (from-to)	417-421
Number of pages	5
Journal	Cell Systems
Volume	9
Issue number	5
DOIs	https://doi.org/10.1016/j.cels.2019.09.011
State	Published - Nov 27 2019

ASJC Scopus subject areas

Pathology and Forensic Medicine
Histology
Cell Biology

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Clarke, D. J. B., Wang, L., Jones, A., Wojciechowicz, M. L., Torre, D., Jagodnik, K. M., Jenkins, S. L., McQuilton, P., Flamholz, Z., Silverstein, M. C., Schilder, B. M., Robasky, K., Castillo, C., Idaszak, R., Ahalt, S. C., Williams, J., Schurer, S., Cooper, D. J., de Miranda Azevedo, R., ... Ma'ayan, A. (2019). FAIRshake: Toolkit to Evaluate the FAIRness of Research Digital Resources. Cell Systems, 9(5), 417-421. https://doi.org/10.1016/j.cels.2019.09.011

Clarke, DJB, Wang, L, Jones, A, Wojciechowicz, ML, Torre, D, Jagodnik, KM, Jenkins, SL, McQuilton, P, Flamholz, Z, Silverstein, MC, Schilder, BM, Robasky, K, Castillo, C, Idaszak, R, Ahalt, SC, Williams, J, Schurer, S, Cooper, DJ, de Miranda Azevedo, R, Klenk, JA, Haendel, MA, Nedzel, J, Avillach, P, Shimoyama, ME, Harris, RM, Gamble, M, Poten, R, Charbonneau, AL, Larkin, J, Brown, CT, Bonazzi, VR, Dumontier, MJ, Sansone, SA & Ma'ayan, A 2019, 'FAIRshake: Toolkit to Evaluate the FAIRness of Research Digital Resources', Cell Systems, vol. 9, no. 5, pp. 417-421. https://doi.org/10.1016/j.cels.2019.09.011

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abstract = "As more digital resources are produced by the research community, it is becoming increasingly important to harmonize and organize them for synergistic utilization. The findable, accessible, interoperable, and reusable (FAIR) guiding principles have prompted many stakeholders to consider strategies for tackling this challenge. The FAIRshake toolkit was developed to enable the establishment of community-driven FAIR metrics and rubrics paired with manual and automated FAIR assessments. FAIR assessments are visualized as an insignia that can be embedded within digital-resources-hosting websites. Using FAIRshake, a variety of biomedical digital resources were manually and automatically evaluated for their level of FAIRness.",

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AU - Avillach, Paul

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AU - Larkin, Jennie

AU - Brown, C. Titus

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FAIRshake: Toolkit to Evaluate the FAIRness of Research Digital Resources

Abstract

ASJC Scopus subject areas

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